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04/07/2022
Automatic WordNet Construction using Word Sense Induction through Sentence Embeddings
Language resources such as wordnets remain indispensable tools for diffe...
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04/06/2022
Using Synthetic Data for Conversational Response Generation in Low-resource Settings
Response generation is a task in natural language processing (NLP) where...
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11/11/2021
Improving Large-scale Language Models and Resources for Filipino
In this paper, we improve on existing language resources for the low-res...
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10/02/2021
The Need for a Fine-grained approach in Just-in-Time Defect Prediction
With software system complexity leading to the rise of software defects,...
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09/25/2021
Investigation of Dataset Features for Just-in-Time Defect Prediction
Just-in-time (JIT) defect prediction refers to the technique of predicti...
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10/22/2020
Investigating the True Performance of Transformers in Low-Resource Languages: A Case Study in Automatic Corpus Creation
Transformers represent the state-of-the-art in Natural Language Processi...
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05/05/2020
Establishing Baselines for Text Classification in Low-Resource Languages
While transformer-based finetuning techniques have proven effective in t...
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05/03/2020
Transformer-based End-to-End Question Generation
Question Generation (QG) is an important task in Natural Language Proces...
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10/21/2019
Localization of Fake News Detection via Multitask Transfer Learning
The use of the internet as a fast medium of spreading fake news reinforc...
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06/30/2019
